Wireless sensor and actor networks (WSANs) are gaining substantial recognition because of their utility in inhospitable environments where humans have restricted accessibility. The extensive applications of WSANs in different domains require effectiveness, reliability, and some degree of robustness. These networks may experience frequent node failures due to their deployment in rough environments, such as energy depletion and onboard electronics failure of network nodes. These failures result in areas with no coverage, which may further deteriorate the standard of data accumulated. However, the network partitioning into disjoint fragments is the most severe repercussion that arises due to these failures. The network partitioning results in various negative impacts like obstruction in data exchange and restricted coordination among the nodes. Therefore, detecting partitioning in the network and restoring connectivity are important. This paper reviews the reported network partition detection and recovery techniques. The limitations of these recovery techniques are highlighted, along with the advantages of incorporating unmanned aerial vehicles (UAVs) in various ground wireless networks. UAVs are evolving to become a critical element of future wireless network technologies. This paper incorporates the analysis of UAV‐assisted networks consisting of technical issues, challenges, and requirements related to the UAVs' employment in wireless networks. Thereafter, the reported UAV‐assisted partition recovery techniques are discussed along with the application scenarios for incorporating UAVs in network partitioning detection and recovery problem. The paper also highlights the challenges for associating UAVs in the network recovery process.